Accelerated Computing Key to Quantum Research
08/10/2024
Ultimately, this could lead to the more efficient generation of new pharmaceutical therapies.
The review also emphasizes that the key tool for exploring these methods is GPU-accelerated simulation of quantum algorithms.
The study focuses on how future quantum neural networks can use quantum computing to enhance existing AI techniques.
Applied to the pharmaceutical industry, these advances offer researchers the ability to streamline complex tasks in drug discovery.
Researching how such quantum neural networks impact real-world use cases like drug discovery requires intensive, large-scale simulations of future noiseless quantum processing units (QPUs).
This is just one example of how, as quantum computing scales up, an increasing number of challenges are only approachable with GPU-accelerated supercomputing.
The review article explores how NVIDIA's CUDA-Q quantum development platform provides a unique tool for running such multi-GPU accelerated simulations of QML workloads.
The study also highlights CUDA-Q's ability to simulate multiple QPUs in parallel. This is a key ability for studying realistic large-scale devices, which, in this particular study, also allowed for the exploration of quantum machine learning tasks that batch training data.
Many of the QML techniques covered by the review - such as hybrid quantum convolution neural networks - also require CUDA-Q's ability to write programs interweaving classical and quantum resources.
The increased reliance on GPU supercomputing demonstrated in this work is the latest example of NVIDIA's growing involvement in developing useful quantum computers.
NVIDIA plans to further highlight its role in the future of quantum computing at the SC24 conference, Nov. 17-22 in Atlanta.
LINK: | https://blogs.nvidia.com/blog/quantum-research-drug-discovery/... |
See more stories from nvidia |
More from Nvidia
12/11/2024
Japan Tech Leaders Supercharge Sovereign AI With NVIDIA AI Enterprise and Omniverse
From call centers to factories to hospitals, AI is sweeping Japan. Undergirding...
12/11/2024
Japan's Startups Drive AI Innovation With NVIDIA Accelerated Computing
Lifelike digital humans engage with audiences in real time. Autonomous systems streamline complex logistics. And AI-driven language tools break down communicati...
12/11/2024
NVIDIA and Global Consulting Leaders Speed AI Adoption Across Japan's Industries
Consulting giants including Accenture, Deloitte, EY Strategy and Consulting Co.,...
12/11/2024
Lab Confidential: Japan Research Keeps Healthcare Data Secure
Established 77 years ago, Mitsui & Co stays vibrant by building businesses and ecosystems with new technologies like generative AI and confidential computing. ...
12/11/2024
Japan Develops Next-Generation Drug Design, Healthcare Robotics and Digital Health Platforms
To provide high-quality medical care to its population - around 30% of whom are ...
12/11/2024
Japan's Market Innovators Bring Physical AI to Industries With NVIDIA AI and Omniverse
Robots transporting heavy metal at a Toyota plant. Yaskawa's robots working ...
12/11/2024
Every Industry, Every Company, Every Country Must Produce a New Industrial Revolution,' Says NVIDIA CEO Jensen Huang at AI Summit Japan
The next technology revolution is here, and Japan is poised to be a major part o...
12/11/2024
GPU's Companion: NVIDIA App Supercharges RTX GPUs With AI-Powered Tools and Features
The NVIDIA app - officially releasing today - is a companion platform for conten...
07/11/2024
Jensen Huang to Discuss AI's Future with Masayoshi Son at AI Summit Japan
NVIDIA founder and CEO Jensen Huang will join SoftBank Group Chairman and CEO Masayoshi Son in a fireside chat at NVIDIA AI Summit Japan to discuss the transfor...
07/11/2024
Welcome to GeForce NOW Performance: Priority Members Get Instant Upgrade
This GFN Thursday, the GeForce NOW Priority membership is getting enhancements and a fresh name to go along with it. The new Performance membership offers more ...
06/11/2024
Hugging Face and NVIDIA to Accelerate Open-Source AI Robotics Research and Development
At the Conference for Robot Learning (CoRL) in Munich, Germany, Hugging Face and...
06/11/2024
NVIDIA Advances Robot Learning and Humanoid Development With New AI and Simulation Tools
www.1x.tech Robotics developers can greatly accelerate their work on AI-enabled...
06/11/2024
Get Plugged In: How to Use Generative AI Tools in Obsidian
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, softwa...
05/11/2024
Austin Calling: As Texas Absorbs Influx of Residents, Rekor Taps NVIDIA Technology for Roadway Safety, Traffic Relief
Austin is drawing people to jobs, music venues, comedy clubs, barbecue and more....
04/11/2024
Give AI a Look: Any Industry Can Now Search and Summarize Vast Volumes of Visual Data
Enterprises and public sector organizations around the world are developing AI a...
31/10/2024
Startup Helps Surgeons Target Breast Cancers With AI-Powered 3D Visualizations
A new AI-powered, imaging-based technology that creates accurate three-dimensional models of tumors, veins and other soft tissue offers a promising new method t...
31/10/2024
Scale New Heights With Dragon Age: The Veilguard' in the Cloud on GeForce NOW
Even post-spooky season, GFN Thursday has some treats for GeForce NOW members: a...
30/10/2024
Spooks Await at the Haunted Sanctuary,' Built With RTX and AI
Among the artists using AI to enhance and accelerate their creative endeavors is Sabour Amirazodi, a creator and tech marketing and workflow specialist at NVIDI...
29/10/2024
A New ERA of AI Factories: NVIDIA Unveils Enterprise Reference Architectures
As the world transitions from general-purpose to accelerated computing, finding a path to building data center infrastructure at scale is becoming more importan...
28/10/2024
Bring Receipts: New NVIDIA AI Workflow Detects Fraudulent Credit Card Transactions
Financial losses from worldwide credit card transaction fraud are expected to re...
28/10/2024
Fintech Leaders Tap Generative AI for Safer, Faster, More Accurate Financial Services
An overwhelming 91% of financial services industry (FSI) companies are either as...
24/10/2024
India Should Manufacture Its Own AI,' Declares NVIDIA CEO
Artificial intelligence will be the driving force behind India's digital transformation, fueling innovation, economic growth, and global leadership, NVIDIA ...
24/10/2024
Zoom's AI-First Transformation to Boost Business Productivity, Collaboration
Zoom, a company that helped change the way people work during the COVID-19 pandemic, is continuing to reimagine the future of work by transforming itself into a...
24/10/2024
Call of Duty: Black Ops 6' Storms Into the Cloud With GeForce NOW
Attention, recruits! It's time to test combat skills and strategic prowess. Drop into the heart of the action this GFN Thursday with the launch of the highl...
23/10/2024
Healthcare Leaders Across India Bring NVIDIA NIM for Hindi Language to LLM Applications
Life sciences and healthcare organizations across India are using generative AI ...
23/10/2024
India Manufacturers Build Factory Digital Twins With NVIDIA AI and Omniverse
Manufacturers and service providers in India are adopting NVIDIA Omniverse to tap into simulation, digital twins and generative AI to accelerate their factory p...
23/10/2024
India's Robotics Ecosystem Adopts NVIDIA Isaac and Omniverse to Build Next Wave of Physical AI
In vast warehouses, Addverb's robots work tirelessly, picking, sorting and d...
23/10/2024
Open for AI: India Tech Leaders Build AI Factories for Economic Transformation
India's leading cloud infrastructure providers and server manufacturers are ramping up accelerated data center capacity. By year's end, they'll have...
23/10/2024
World's Greatest Upskill: Consulting Giants Team With NVIDIA to Transform India Into Front Office for AI Era
Information technology giants including Infosys, TCS, Tech Mahindra and Wipro ar...
23/10/2024
Start Local, Go Global: India's Startups Spur Growth and Innovation With NVIDIA Technology
India is becoming a key producer of AI for virtually every industry - powered by...
23/10/2024
NVIDIA, F5 Turbocharge Sovereign AI Cloud Security, Efficiency
To improve AI efficiency and security in sovereign cloud environments, NVIDIA and F5 are integrating NVIDIA BlueField-3 DPUs with the F5 BIG-IP Next for Kuberne...
23/10/2024
The Three Computer Solution: Powering the Next Wave of AI Robotics
ChatGPT marked the big bang moment of generative AI. Answers can be generated in response to nearly any query, helping transform digital work such as content cr...
23/10/2024
Denmark Launches Leading Sovereign AI Supercomputer to Solve Scientific Challenges With Social Impact
NVIDIA founder and CEO Jensen Huang joined the king of Denmark to launch the cou...
23/10/2024
How to Accelerate Larger LLMs Locally on RTX With LM Studio
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, softwa...
22/10/2024
What Is Agentic AI?
AI chatbots use generative AI to provide responses based on a single interaction. A person makes a query and the chatbot uses natural language processing to rep...
22/10/2024
NVIDIA Brings Generative AI Tools, Simulation and Perception Workflows to ROS Developer Ecosystem
At ROSCon in Odense, one of Denmark's oldest cities and a hub of automation,...
21/10/2024
NVIDIA CEO Jensen Huang to Spotlight Innovation at India's AI Summit
The NVIDIA AI Summit India, taking place Oct. 23-25 at the Jio World Convention Centre in Mumbai, will bring together the brightest minds to explore how India i...
21/10/2024
NVIDIA and Microsoft Give AI Startups a Double Dose of Acceleration
NVIDIA is expanding its collaboration with Microsoft to support global AI startups across industries - with an initial focus on healthcare and life sciences com...
21/10/2024
NVIDIA Works With Deloitte to Deploy Digital AI Agents for Healthcare
Ahead of a visit to the hospital for a surgical procedure, patients often have plenty of questions about what to expect - and can be plenty nervous. To help mi...
17/10/2024
How Digital Twins Are Driving Efficiency and Cutting Emissions in Manufacturing
Improving the sustainability of manufacturing involves optimizing entire product lifecycles - from material sourcing and transportation to design, production, d...
17/10/2024
Waterways Wonder: Clearbot Autonomously Cleans Waters With Energy-Efficient AI
What started as two classmates seeking a free graduation trip to Bali subsidized by a university project ended up as an AI-driven sea-cleaning boat prototype bu...
17/10/2024
Sustainable Manufacturing and Design: How Digital Twins Are Driving Efficiency and Cutting Emissions
Improving the sustainability of manufacturing involves optimizing entire product...
17/10/2024
Get Ready to Slay: Dragon Age: The Veilguard' to Soar Into GeForce NOW at Launch
Bundle up this fall with GeForce NOW and Dragon Age: The Veilguard with a specia...
15/10/2024
We Would Like to Achieve Superhuman Productivity,' NVIDIA CEO Says as Lenovo Brings Smarter AI to Enterprises
Moving to accelerate enterprise AI innovation, NVIDIA founder and CEO Jensen Hua...
14/10/2024
MAXimum AI: RTX-Accelerated Adobe AI-Powered Features Speed Up Content Creation
At the Adobe MAX creativity conference this week, Adobe announced updates to its Adobe Creative Cloud products, including Premiere Pro and After Effects, as wel...
11/10/2024
NVIDIA AI Summit Panel Outlines Autonomous Driving Safety
The autonomous driving industry is shaped by rapid technological advancements and the need for standardization of guidelines to ensure the safety of both autono...
11/10/2024
Game-Changer: How the World's First GPU Leveled Up Gaming and Ignited the AI Era
In 1999, fans lined up at Blockbuster to rent chunky VHS tapes of The Matrix. Y2...
10/10/2024
The Next Chapter Awaits: Dive Into Diablo IV's' Latest Adventure Vessel of Hatred' on GeForce NOW
Prepare for a devilishly good time this GFN Thursday as the critically acclaimed...
10/10/2024
AI'll Be by Your Side: Mental Health Startup Enhances Therapist-Client Connections
Half of the world's population will experience a mental health disorder - bu...
09/10/2024
AI Summit: US Energy Secretary Highlights AI's Role in Science, Energy and Security
AI can help solve some of the world's biggest challenges - whether climate c...